Research Summary
Analyzed using Evidence Intelligence™

Digital intervention improves metabolic health in schizophrenia

Key finding

Patient activation increased by 2.87 points (p = 0.005)

This study evaluated the preliminary efficacy of a digital intervention, SMART, aimed at improving metabolic health in individuals with schizophrenia spectrum disorders, showing significant improvements in various health-related outcomes.

Evidence strength

Moderate confidence

Study type

RCTs

Follow-up

Medium-Term (3–12 mo)

Some Concerns bias
Last updated July 8, 2026

Quick read

Study at a glance

The essential study design details in one scan.

Population

Young Adult (19–39), Middle Aged (40-64), Male, Female, Asia-Pacific (APAC), with T2 Diabetes

Intervention

Schizophrenia and diabetes Mobile-Assisted Remote Trainer (SMART)

Study type

RCTs

Follow-up

Medium-Term (3–12 mo)

Primary outcome

Patient Activation

Evidence

Moderate confidence

Plain-language summary

What this paper says

A plain-language read of the study's main message and where it applies.

Study focus

This study evaluated the preliminary efficacy of a digital intervention, SMART, aimed at improving metabolic health in individuals with schizophrenia spectrum disorders, showing significant improvements in various health-related outcomes.

Clinical relevance

Improving metabolic health in individuals with schizophrenia is crucial, as they are at higher risk for diabetes and related health issues. The significant improvements observed in this study highlight the potential of digital health interventions to enhance self-management and overall health outcomes, which could lead to better quality of life and reduced healthcare costs for this vulnerable population.

Keep in mind

The study design was non-randomized, limiting causal inferences. Sample size and demographic diversity were not specified. Effectiveness of the intervention remains unclear due to the study's design.

Published in

Journal Reference

Publication details and source links for this paper.

Urska A, Gabrielle R, Nicole K, et al. Preliminary efficacy of a digital intervention for improving metabolic health in individuals with schizophrenia spectrum disorders. BJPsych Open. 2026;12(3):e122. doi:10.1192/bjo.2026.11032

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Main Effects

Patient activation improved by 2.87 points (p = 0.005).

Confidence in diabetes self-management improved by 0.67 points (p < 0.001).

General health management improved by 0.56 points (p = 0.017).

Health literacy improved by 0.23 points (p = 0.032).

Mental health recovery improved by 1.18 points (p = 0.022).

Evidence network

How this study fits

Understand where this research contributes within the broader evidence network.

Evidence Context

This study contributes evidence to Mobile app for diabetes self-management and Diabetes self-management behaviors, General Health Management Improvement, Health Literacy Improvement, and 2 more.

Primary intervention

Mobile app for diabetes self-management

Primary outcomes

  • Diabetes self-management behaviors
  • General Health Management Improvement
  • Health Literacy Improvement

Evidence relationships

Intervention and outcome relationships this study adds to the evidence network.

5
Evidence pairs
5
Relationships
1
Evidence topics
contributes_evidence

Editorial context

Why this study matters

See why this paper is useful beyond its individual results.

Evidence network role

This section describes how the study fits into the current evidence network. It does not determine whether an intervention works on its own.

Moderate contributionModerate confidenceNetwork score: 63

1

Related topics

5

Evidence pairs

45

Related studies

High relevance in at least one topic

Why it is useful

  • Contributes to 5 evidence relationships
  • Includes primary outcome data
  • Linked to 1 direct semantic evidence topic

Topic contributions

Evidence topic

Contributes evidence

Core evidence

Study findings

The primary outcomes reported in this study.

StrongIncrease

Diabetes self-management behaviors

Mobile app for diabetes self-management → Diabetes self-management behaviors

Mobile app for diabetes self-management → Diabetes self-management behaviors

Evidence profile

StrongIncreaseAdherence & Engagement
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StrongIncrease

General Health Management Improvement

Mobile app for diabetes self-management → General Health Management Improvement

Mobile app for diabetes self-management → General Health Management Improvement

Evidence profile

StrongIncreaseClinical Outcomes
Unlock full evidence details
StrongIncrease

Health Literacy Improvement

Mobile app for diabetes self-management → Health Literacy Improvement

Mobile app for diabetes self-management → Health Literacy Improvement

Evidence profile

StrongIncreasePatient-Reported
Unlock full evidence details
StrongIncrease

Mental health

Mobile app for diabetes self-management → Mental health

Mobile app for diabetes self-management → Mental health

Evidence profile

StrongIncreasePatient-Reported
Unlock full evidence details
StrongIncrease

Patient Activation

Mobile app for diabetes self-management → Patient Activation

Mobile app for diabetes self-management → Patient Activation

Evidence profile

StrongIncreaseAdherence & Engagement
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evidence suggest

Evidence Suggest

  • Significant improvements in patient activation (p < 0.05).
  • Confidence in diabetes self-management increased significantly (p < 0.001).
  • Overall health management showed significant enhancement (p < 0.05).
who this applies

Who this applies to

  • Individuals diagnosed with schizophrenia spectrum disorders.
  • Patients at risk for diabetes or with existing diabetes management challenges.
keep in mind

Keep in Mind

  • The findings may not generalize to all individuals with schizophrenia.
  • Further research is needed to confirm long-term effectiveness.
  • The intervention's impact on clinical outcomes beyond self-reported measures is unclear.
between the lines

Between the Lines

  • The study design was non-randomized, limiting causal inferences.
  • Sample size and demographic diversity were not specified.
  • Effectiveness of the intervention remains unclear due to the study's design.

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Connected Evidence

Explore related studies, evidence collections, and research questions.

Relationships organized using the Dediabetes Evidence Intelligence™ framework.

This study contributes to evidence on Mobile app for diabetes self-management and Diabetes Management Self-Efficacy, Mobile app for diabetes self-management and General Health Management Improvement.

Related evidence relationships

Explore in Evidence Archive

This study contributes to the evidence on the following intervention-outcome relationships.

Explore more in the evidence archive

Jump to pre-filtered views in the evidence archive.

Questions answered by this study

Generated from the study's connected evidence using Evidence Intelligence™.

Does Mobile app for diabetes self-management improve diabetes self-management behaviors?

Emerging Evidence

Mobile app for diabetes self-management appears to improve Diabetes self-management behaviors.

ConsensusScore™: Results are consistent across studies.

Ranked evidence signals

  1. 1

    Diabetes self-management behaviors

    EvidenceScore™ Emerging | EvidenceScore™ 59.7 | strong positive | ConsensusScore™ Consistent | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Mobile app for diabetes self-management improve general health management improvement?

Emerging Evidence

Mobile app for diabetes self-management appears to improve General Health Management Improvement.

ConsensusScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    General Health Management Improvement

    EvidenceScore™ Emerging | EvidenceScore™ 51.7 | strong positive | ConsensusScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Mobile app for diabetes self-management improve health literacy improvement?

Emerging Evidence

Mobile app for diabetes self-management appears to improve Health Literacy Improvement.

ConsensusScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Health Literacy Improvement

    EvidenceScore™ Emerging | EvidenceScore™ 51.7 | strong positive | ConsensusScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026

Does Mobile app for diabetes self-management improve mental health?

Emerging Evidence

Mobile app for diabetes self-management appears to improve Mental health.

ConsensusScore™: Consistency cannot yet be determined from the available evidence.

Ranked evidence signals

  1. 1

    Mental health

    EvidenceScore™ Emerging | EvidenceScore™ 51.7 | strong positive | ConsensusScore™ Unclear | 1 study

Why this answer: This answer is based on a single supporting study.

Limitations

  • Only one supporting study is available.
  • Consistency cannot yet be determined.
  • Population details are unavailable.
1 supporting studyUpdated: Jul 2026
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